← Back to Training Runs
exp_196_smirk_baseline
Stoppedml-01Started —
22.8 dB
Train PSNR
Momentum
Healthy
Avg PSNR improving +0.50 dB / 5K steps (25.3 dB)
PSNR Δ5K: +0.50 dB
Gaussian growth: +179,987
Loss trend: Increasing
Visual Analysis
ACCELERATINGAll visual metrics improving (21 checkpoints analyzed)
SSIM
0.302
Blur Ratio
0.175
Edge Preservation
0.430
Expression Fidelity
0.692
Progress
0%
40,900 / 0 steps
Gaussians
200.0K
Growing
Speed
—
Duration
—
Densify Window
0K–0K
0 events
Batch Size
1
Step 40,9000 total
densify
Training Metrics
Train + Val PSNR (dB) — Higher is Better
Training Loss — Lower is Better
Gaussian Count — Grows During Densification
Training Speed (iterations/sec) & GPU Memory (GB)
Visual Progress
Step 40Kml-01
— · Step 40K
exp 196 smirk baseline
ml-01
—
MM
22
/100
27.9 dB
Step 38Kml-01
— · Step 38K
exp 196 smirk baseline
ml-01
—
MM
21
/100
27.3 dB
Step 36Kml-01
— · Step 36K
exp 196 smirk baseline
ml-01
—
MM
19
/100
25.8 dB
Step 34Kml-01
— · Step 34K
exp 196 smirk baseline
ml-01
—
MM
20
/100
26.8 dB
Step 32Kml-01
— · Step 32K
exp 196 smirk baseline
ml-01
—
MM
23
/100
28.6 dB
Step 30Kml-01
— · Step 30K
exp 196 smirk baseline
ml-01
—
MM
21
/100
27.0 dB
Step 28Kml-01
— · Step 28K
exp 196 smirk baseline
ml-01
—
MM
6
/100
18.2 dB
Step 26Kml-01
— · Step 26K
exp 196 smirk baseline
ml-01
—
MM
22
/100
27.4 dB
Step 24Kml-01
— · Step 24K
exp 196 smirk baseline
ml-01
—
MM
13
/100
22.9 dB
Step 22Kml-01
— · Step 22K
exp 196 smirk baseline
ml-01
—
MM
20
/100
26.8 dB
Step 20Kml-01
— · Step 20K
exp 196 smirk baseline
ml-01
—
MM
16
/100
24.4 dB
Step 18Kml-01
— · Step 18K
exp 196 smirk baseline
ml-01
—
MM
18
/100
25.1 dB
Step 16Kml-01
— · Step 16K
exp 196 smirk baseline
ml-01
—
MM
7
/100
19.0 dB
Step 14Kml-01
— · Step 14K
exp 196 smirk baseline
ml-01
—
MM
16
/100
24.4 dB
Step 12Kml-01
— · Step 12K
exp 196 smirk baseline
ml-01
—
MM
14
/100
23.3 dB
Step 10Kml-01
— · Step 10K
exp 196 smirk baseline
ml-01
—
MM
18
/100
25.3 dB
Step 8Kml-01
— · Step 8K
exp 196 smirk baseline
ml-01
—
MM
19
/100
26.1 dB
Step 6Kml-01
— · Step 6K
exp 196 smirk baseline
ml-01
—
MM
11
/100
21.6 dB
Step 4Kml-01
— · Step 4K
exp 196 smirk baseline
ml-01
—
MM
13
/100
23.1 dB
Step 2Kml-01
— · Step 2K
exp 196 smirk baseline
ml-01
—
MM
11
/100
21.5 dB
Step 1ml-01
— · Step 1
exp 196 smirk baseline
ml-01
—
MM
2
/100
12.2 dB
Full Configuration
{}